ch
Feedback
Machine Learning

Machine Learning

前往频道在 Telegram

Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho

显示更多

📈 Telegram 频道 Machine Learning 的分析概览

频道 Machine Learning (@machinelearning9) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 40 393 名订阅者,在 技术与应用 类别中位列第 3 329,并在 叙利亚 地区排名第 225

📊 受众指标与增长动态

невідомо 创建以来,项目保持高速增长,吸引了 40 393 名订阅者。

根据 12 七月, 2026 的最新数据,频道保持稳定运转。过去 30 天订阅人数变化为 399,过去 24 小时变化为 24,整体触达仍然可观。

  • 认证状态: 未认证
  • 互动率 (ER): 平均受众互动率为 2.42%。内容发布后 24 小时内通常能获得 1.74% 的反应,占订阅者总量。
  • 帖子覆盖: 每篇帖子平均可获得 979 次浏览,首日通常累积 703 次浏览。
  • 互动与反馈: 受众积极参与,单帖平均反应数为 4
  • 主题关注点: 内容集中在 distance, insidead, gpu, learning, degree 等核心主题上。

📝 描述与内容策略

作者将该频道定位为表达主观观点的平台:
Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho

凭借高频更新(最新数据采集于 13 七月, 2026),频道始终保持新鲜度与高覆盖。分析显示受众积极互动,使其成为 技术与应用 类别中的关键影响点。

40 393
订阅者
+2424 小时
+1257
+39930
帖子存档
🔥 Trending Repository: ART 📝 Description: Agent Reinforcement Trainer: train multi-step agents for real-world tasks using G
🔥 Trending Repository: ART 📝 Description: Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen2.5, Qwen3, Llama, and more! 🔗 Repository URL: https://github.com/OpenPipe/ART 🌐 Website: https://art.openpipe.ai 📖 Readme: https://github.com/OpenPipe/ART#readme 📊 Statistics: 🌟 Stars: 6K stars 👀 Watchers: 35 🍴 Forks: 380 forks 💻 Programming Languages: Python - Jupyter Notebook - Shell 🏷️ Related Topics:
#agent #reinforcement_learning #rl #lora #llms #qwen #kimi_ai #agentic_ai #grpo #qwen3
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: genai-toolbox 📝 Description: MCP Toolbox for Databases is an open source MCP server for databases. �
🔥 Trending Repository: genai-toolbox 📝 Description: MCP Toolbox for Databases is an open source MCP server for databases. 🔗 Repository URL: https://github.com/googleapis/genai-toolbox 🌐 Website: https://googleapis.github.io/genai-toolbox/getting-started/introduction/ 📖 Readme: https://github.com/googleapis/genai-toolbox#readme 📊 Statistics: 🌟 Stars: 9.8K stars 👀 Watchers: 61 🍴 Forks: 749 forks 💻 Programming Languages: Go - JavaScript - CSS - HTML - Shell - Dockerfile 🏷️ Related Topics:
#mcp #databases #llms #genai
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: audiblez 📝 Description: Generate audiobooks from e-books 🔗 Repository URL: https://github.com/santi
🔥 Trending Repository: audiblez 📝 Description: Generate audiobooks from e-books 🔗 Repository URL: https://github.com/santinic/audiblez 📖 Readme: https://github.com/santinic/audiblez#readme 📊 Statistics: 🌟 Stars: 4.4K stars 👀 Watchers: 28 🍴 Forks: 303 forks 💻 Programming Languages: Python 🏷️ Related Topics:
#python #tts #epub #audiobooks #kokoro
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: firecracker 📝 Description: Secure and fast microVMs for serverless computing. 🔗 Repository URL: htt
🔥 Trending Repository: firecracker 📝 Description: Secure and fast microVMs for serverless computing. 🔗 Repository URL: https://github.com/firecracker-microvm/firecracker 🌐 Website: http://firecracker-microvm.io 📖 Readme: https://github.com/firecracker-microvm/firecracker#readme 📊 Statistics: 🌟 Stars: 29.3K stars 👀 Watchers: 338 🍴 Forks: 2K forks 💻 Programming Languages: Rust - Python - Shell 🏷️ Related Topics:
#rust #open_source #serverless #containers #virtual_machine #sandbox #virtualization #minimalist #oversubscription
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: terminal 📝 Description: The new Windows Terminal and the original Windows console host, all in the same place! 🔗 Repository URL: https://github.com/microsoft/terminal 📖 Readme: https://github.com/microsoft/terminal#readme 📊 Statistics: 🌟 Stars: 99.3K stars 👀 Watchers: 1.3k 🍴 Forks: 8.7K forks 💻 Programming Languages: C++ - C# - C - PowerShell - Batchfile - HLSL 🏷️ Related Topics:
#windows #console #terminal #command_line #wsl #cmd #hacktoberfest #contributions_welcome #windows_console #good_first_issue #windows_terminal
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: WhisperLiveKit 📝 Description: Python package for Real-time, Local Speech-to-Text and Speaker Diariza
🔥 Trending Repository: WhisperLiveKit 📝 Description: Python package for Real-time, Local Speech-to-Text and Speaker Diarization. FastAPI Server & Web Interface 🔗 Repository URL: https://github.com/QuentinFuxa/WhisperLiveKit 📖 Readme: https://github.com/QuentinFuxa/WhisperLiveKit#readme 📊 Statistics: 🌟 Stars: 1.1K stars 👀 Watchers: 11 🍴 Forks: 185 forks 💻 Programming Languages: Python - JavaScript - CSS 🏷️ Related Topics: Not available ================================== 🧠 By: https://t.me/DataScienceM

🔍 Searching for fast, reliable proxies for your data science and machine learning projects? Thordata provides the perfect solution for all your data scraping needs! 👍 https://www.thordata.com/?ls=DhthVzyG&lk=Data ✨ Why Choose Thordata? ✅ Rotating & Sticky Residential Proxies: Enjoy secure, uninterrupted scraping with our rotating and sticky IPs. Perfect for avoiding blocks and handling high-volume requests. 🌍 Global Coverage: Access over 195 countries with advanced targeting options to pinpoint your ideal IPs, whether by country, state, city, or ASN. ⚡️ High-Speed Performance: Get access to unlimited bandwidth and a 99.9% uptime guarantee—ideal for seamless, fast data collection. 💡 Flexible Usage: Support for SOCKS5 and HTTP(S) protocols, ensuring compatibility with all your favorite scraping tools and services. 🎯 How to Get Started: 1️⃣ Join our official Telegram community. 2️⃣ Register and contact the admin @Thordata to activate your trial. 3️⃣ Receive 100MB of FREE Residential Proxy traffic to kickstart your scraping journey. 👉 Join now: https://t.me/thordataproxy 🔧 Start experiencing Thordata’s https://www.thordata.com/?ls=DhthVzyG&lk=Data power in your data science workflows today! Whether it’s market research, machine learning, or competitive analysis—Thordata is your trusted partner in efficient, scalable data scraping.

🔥 Trending Repository: Hands-On-Large-Language-Models 📝 Description: Official code repo for the O'Reilly Book - "Hands-On L
🔥 Trending Repository: Hands-On-Large-Language-Models 📝 Description: Official code repo for the O'Reilly Book - "Hands-On Large Language Models" 🔗 Repository URL: https://github.com/HandsOnLLM/Hands-On-Large-Language-Models 🌐 Website: https://www.llm-book.com/ 📖 Readme: https://github.com/HandsOnLLM/Hands-On-Large-Language-Models#readme 📊 Statistics: 🌟 Stars: 14.5K stars 👀 Watchers: 154 🍴 Forks: 3.4K forks 💻 Programming Languages: Jupyter Notebook 🏷️ Related Topics:
#book #artificial_intelligence #oreilly #oreilly_books #large_language_models #llm #llms
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: onlook 📝 Description: The Cursor for Designers • An Open-Source AI-First Design tool • Visually buil
🔥 Trending Repository: onlook 📝 Description: The Cursor for Designers • An Open-Source AI-First Design tool • Visually build, style, and edit your React App with AI 🔗 Repository URL: https://github.com/onlook-dev/onlook 🌐 Website: https://onlook.com 📖 Readme: https://github.com/onlook-dev/onlook#readme 📊 Statistics: 🌟 Stars: 21.7K stars 👀 Watchers: 97 🍴 Forks: 1.5K forks 💻 Programming Languages: TypeScript - JavaScript 🏷️ Related Topics:
#react #editor #design #typescript #ui #ai #frontend #nextjs #ide #cursor #figma #drizzle #low_code #tailwindcss #design_to_code #supabase #cursor_ai #vibe_coding #vibecoding
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: openproject 📝 Description: OpenProject is the leading open source project management software. 🔗 Re
🔥 Trending Repository: openproject 📝 Description: OpenProject is the leading open source project management software. 🔗 Repository URL: https://github.com/opf/openproject 🌐 Website: https://www.openproject.org 📖 Readme: https://github.com/opf/openproject#readme 📊 Statistics: 🌟 Stars: 11.8K stars 👀 Watchers: 258 🍴 Forks: 2.7K forks 💻 Programming Languages: Ruby - TypeScript - HTML - Sass - Nix - Shell 🏷️ Related Topics:
#ruby #project_planning #roadmap #angular #timeline #bug_tracker #issue_tracker #project_management #kanban #scrum #ifc #openproject #gantt_chart #workflows #gantt #boards #bcf
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: Summer2026-Internships 📝 Description: Collection of Summer 2026 tech internships! 🔗 Repository URL: https://github.com/vanshb03/Summer2026-Internships 🌐 Website: https://discord.gg/pSaBUXsTkF 📖 Readme: https://github.com/vanshb03/Summer2026-Internships#readme 📊 Statistics: 🌟 Stars: 6.2K stars 👀 Watchers: 624 🍴 Forks: 237 forks 💻 Programming Languages: Not available 🏷️ Related Topics:
#university #jobs #internships #summer_2025 #cvrve
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: mcp-context-forge 📝 Description: A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP). 🔗 Repository URL: https://github.com/IBM/mcp-context-forge 🌐 Website: https://ibm.github.io/mcp-context-forge/ 📖 Readme: https://github.com/IBM/mcp-context-forge#readme 📊 Statistics: 🌟 Stars: 1.7K stars 👀 Watchers: 21 🍴 Forks: 215 forks 💻 Programming Languages: Python - HTML - JavaScript - Makefile - Go - Shell 🏷️ Related Topics:
#python #docker #kubernetes #devops #jwt #tools #ai #api_gateway #mcp #gateway #asyncio #federation #agents #observability #authentication_middleware #fastapi #prompt_engineering #generative_ai #llm_agents #model_context_protocol
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: Pake 📝 Description: 🤱🏻 Turn any webpage into a desktop app with Rust. 🤱🏻 利用 Rust 轻松构建轻量级多端桌面应用 �
🔥 Trending Repository: Pake 📝 Description: 🤱🏻 Turn any webpage into a desktop app with Rust. 🤱🏻 利用 Rust 轻松构建轻量级多端桌面应用 🔗 Repository URL: https://github.com/tw93/Pake 📖 Readme: https://github.com/tw93/Pake#readme 📊 Statistics: 🌟 Stars: 41.3K stars 👀 Watchers: 218 🍴 Forks: 7.7K forks 💻 Programming Languages: JavaScript - Rust - Dockerfile 🏷️ Related Topics:
#music #rust #productivity #mac #youtube #twitter #programming #high_performance #gemini #openai #windows_desktop #linux_desktop #tauri #mac_desktop #excalidraw #llm #no_electron #chatgpt #gemini_ai #deepseek
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: Summer2026-Internships 📝 Description: Collection of Summer 2026 tech internships! 🔗 Repository URL: https://github.com/SimplifyJobs/Summer2026-Internships 🌐 Website: https://swelist.com/ 📖 Readme: https://github.com/SimplifyJobs/Summer2026-Internships#readme 📊 Statistics: 🌟 Stars: 40.3K stars 👀 Watchers: 1.6k 🍴 Forks: 3K forks 💻 Programming Languages: Not available 🏷️ Related Topics:
#university #jobs #internships #interview_preparation
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: Seelen-UI 📝 Description: The Fully Customizable Desktop Environment for Windows 10/11. 🔗 Repository
🔥 Trending Repository: Seelen-UI 📝 Description: The Fully Customizable Desktop Environment for Windows 10/11. 🔗 Repository URL: https://github.com/eythaann/Seelen-UI 📖 Readme: https://github.com/eythaann/Seelen-UI#readme 📊 Statistics: 🌟 Stars: 10.7K stars 👀 Watchers: 45 🍴 Forks: 327 forks 💻 Programming Languages: Rust - TypeScript - CSS - NSIS - SCSS - JavaScript 🏷️ Related Topics:
#windows #wallpaper #web #tools #toolbar #finder #desktop_application #dock #taskbar #tiling_window_manager #multilanguage #topbar #tauri #web_technologies #app_launcher #windows_11 #tauri_app #seelen_ui #seelen
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: SurfSense 📝 Description: Open Source Alternative to NotebookLM / Perplexity, connected to external sources such as Search Engines, Slack, Linear, Jira, ClickUp, Confluence, Notion, YouTube, GitHub, Discord and more. Join our discord:https://discord.gg/ejRNvftDp9 🔗 Repository URL: https://github.com/MODSetter/SurfSense 🌐 Website: https://www.surfsense.net 📖 Readme: https://github.com/MODSetter/SurfSense#readme 📊 Statistics: 🌟 Stars: 6.7K stars 👀 Watchers: 46 🍴 Forks: 507 forks 💻 Programming Languages: Python - TypeScript - MDX - CSS - JavaScript - Dockerfile 🏷️ Related Topics:
#python #chrome_extension #slack #agent #jira #typescript #extension #ai #nextjs #agents #notion #perplexity #rag #fastapi #langchain #ollama #langgraph #nextjs15 #aceternity_ui #notebooklm
================================== 🧠 By: https://t.me/DataScienceM

Trading profits while you sleep? Over 40,000 traders trust THE FOREX SKYLINE COMMUNITY. AI handles your trades 24/7—zero gues
Trading profits while you sleep? Over 40,000 traders trust THE FOREX SKYLINE COMMUNITY. AI handles your trades 24/7—zero guesswork, no fees, just real results. See daily wins, user stories, and step-by-step guidance, all for FREE. Ready for your first automated profit? Join now—spots fill up fast! #إعلان InsideAds

✨ Meet BLIP: The Vision-Language Model Powering Image Captioning ✨ 📖 Table of Contents Meet BLIP: The Vision-Language Model
✨ Meet BLIP: The Vision-Language Model Powering Image Captioning ✨ 📖 Table of Contents Meet BLIP: The Vision-Language Model Powering Image Captioning What Is Image Captioning and Why Is It Challenging? Why It’s Challenging Why Traditional Vision Tasks Aren’t Enough Configuring Your Development Environment A Brief History of Image Captioning Models…... 🏷️ #ComputerVision #DeepLearning #ImageCaptioning #MultimodalAI #Tutorial

🔥 Trending Repository: awesome-tuis 📝 Description: List of projects that provide terminal user interfaces 🔗 Repository URL
🔥 Trending Repository: awesome-tuis 📝 Description: List of projects that provide terminal user interfaces 🔗 Repository URL: https://github.com/rothgar/awesome-tuis 📖 Readme: https://github.com/rothgar/awesome-tuis#readme 📊 Statistics: 🌟 Stars: 11.1K stars 👀 Watchers: 155 🍴 Forks: 430 forks 💻 Programming Languages: Not available 🏷️ Related Topics: Not available ================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: generative-ai-for-beginners 📝 Description: 21 Lessons, Get Started Building with Generative AI 🔗 Repository URL: https://github.com/microsoft/generative-ai-for-beginners 📖 Readme: https://github.com/microsoft/generative-ai-for-beginners#readme 📊 Statistics: 🌟 Stars: 95.7K stars 👀 Watchers: 827 🍴 Forks: 50.1K forks 💻 Programming Languages: Jupyter Notebook - Python - JavaScript - TypeScript - Shell - PowerShell 🏷️ Related Topics:
#ai #azure #transformers #openai #gpt #language_model #semantic_search #dall_e #prompt_engineering #llms #generative_ai #generativeai #chatgpt #microsoft_for_beginners
================================== 🧠 By: https://t.me/DataScienceM